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Dr. Nitin explains how to create a chart with text data labels rather than numbers. He demonstrates that by selecting the option to pick labels from a specific column with text, only those labels will be displayed on the chart. Additionally, he shows a menu that allows for different styling options for the data labels, such as simple labels or callouts.